Pith Number

pith:OBWMVG2C

pith:2024:OBWMVG2COSWTEX6PDGUNQ3ZK3Z

not attested not anchored not stored refs pending

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models

Changyu Ren, Chengwei Pan, Hangyuan Ji, Long He, Shiyun Xie, Shukai Liu, Tao Sun, Xi Zhu, Yinghao Zhu, Zhoujun Li, Zixiang Wang

arxiv:2402.07016 v1 · 2024-02-10 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OBWMVG2COSWTEX6PDGUNQ3ZK3Z}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation

From Time Series Analysis to Question Answering: A Survey in the LLM Era

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook

EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records

Receipt and verification

First computed	2026-07-05T07:43:42.305158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

706cca9b4274ad325fcf19a8d86f2ade75b9ac63fac7a71cb23928e796cb1617

Aliases

arxiv: 2402.07016 · arxiv_version: 2402.07016v1 · doi: 10.48550/arxiv.2402.07016 · pith_short_12: OBWMVG2COSWT · pith_short_16: OBWMVG2COSWTEX6P · pith_short_8: OBWMVG2C

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OBWMVG2COSWTEX6PDGUNQ3ZK3Z \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 706cca9b4274ad325fcf19a8d86f2ade75b9ac63fac7a71cb23928e796cb1617

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63f29d5cd83586b63395748dad688103ee2f1335a69f418de8453c1abafa8006",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-10T18:27:28Z",
    "title_canon_sha256": "0453598be51e319bfe4893fa40d4632abc591cfa14f2e587635858b7e8bb6654"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07016",
    "kind": "arxiv",
    "version": 1
  }
}